Overview

Dataset info

Number of variables48
Number of observations22900
Missing cells7932 (0.7%)
Duplicate rows0 (0.0%)
Total size in memory9.8 MiB
Average record size in memory447.6 B

Variables types

NUM47
CAT1

Reproduction info

Date of analysis2020-04-16 05:30:20.201587
Versionpandas-profiling v2.4.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download Configurationconfig.yaml

Warnings

冷凝器1温度 is highly skewed (γ1 = 140.6466375) Skewed
客室温度1 is highly skewed (γ1 = 146.9034558) Skewed
总机功率低位 has 3836 (16.8%) missing values Missing
整机功率 has 3836 (16.8%) missing values Missing
新风温度1 is highly skewed (γ1 = 144.2405942) Skewed
时间 has a high cardinality: 22895 distinct values Warning
系统2低压压力 is highly skewed (γ1 = 95.03060621) Skewed
系统2吸气温度 is highly skewed (γ1 = 142.2270532) Skewed
全部平均新风温度 is highly correlated with UIC温度设定点 and 5 other fieldsHigh Correlation
UIC温度设定点 is highly correlated with 全部平均新风温度 and 2 other fieldsHigh Correlation
全部平均车厢温度 is highly correlated with 全部平均回风温度 and 5 other fieldsHigh Correlation
全部平均回风温度 is highly correlated with 全部平均车厢温度 and 5 other fieldsHigh Correlation
冷凝器1温度 is highly correlated with 全部平均新风温度 and 7 other fieldsHigh Correlation
冷凝器2温度 is highly correlated with 全部平均新风温度 and 2 other fieldsHigh Correlation
出风热点温度 is highly correlated with 全部平均出风温度 and 5 other fieldsHigh Correlation
全部平均出风温度 is highly correlated with 出风热点温度 and 5 other fieldsHigh Correlation
回风温度1 is highly correlated with 全部平均回风温度 and 4 other fieldsHigh Correlation
回风热点温度 is highly correlated with 全部平均回风温度 and 5 other fieldsHigh Correlation
客室温度1 is highly correlated with 全部平均回风温度 and 8 other fieldsHigh Correlation
客室湿度1 is highly correlated with 全部平均车厢湿度30 and 1 other fieldsHigh Correlation
全部平均车厢湿度30 is highly correlated with 客室湿度1 and 1 other fieldsHigh Correlation
平均冷凝器中间温度 is highly correlated with 全部平均新风温度 and 6 other fieldsHigh Correlation
平均出风温度 is highly correlated with 全部平均出风温度 and 5 other fieldsHigh Correlation
平均回风温度 is highly correlated with 全部平均回风温度 and 5 other fieldsHigh Correlation
平均新风温度 is highly correlated with UIC温度设定点 and 5 other fieldsHigh Correlation
总机能耗低位 is highly correlated with 总机功率低位 and 3 other fieldsHigh Correlation
总机功率低位 is highly correlated with 总机能耗低位 and 3 other fieldsHigh Correlation
控制温度 is highly correlated with 全部平均回风温度 and 5 other fieldsHigh Correlation
控制湿度 is highly correlated with 全部平均车厢湿度30 and 1 other fieldsHigh Correlation
整机功率 is highly correlated with 总机功率低位 and 3 other fieldsHigh Correlation
新风温度1 is highly correlated with UIC温度设定点 and 7 other fieldsHigh Correlation
新风阀2反馈 is highly correlated with 新风阀1反馈 and 2 other fieldsHigh Correlation
新风阀1反馈 is highly correlated with 新风阀2反馈 and 2 other fieldsHigh Correlation
新风阀位置反馈1计算 is highly correlated with 新风阀1反馈 and 2 other fieldsHigh Correlation
新风阀位置反馈2计算 is highly correlated with 新风阀1反馈 and 2 other fieldsHigh Correlation
机组平均电压 is highly correlated with 总机功率低位 and 3 other fieldsHigh Correlation
机组平均电流 is highly correlated with 总机功率低位 and 3 other fieldsHigh Correlation
系统1吸气温度 is highly correlated with 平均冷凝器中间温度 and 2 other fieldsHigh Correlation
系统1低压压力 is highly correlated with 系统1吸气温度 and 1 other fieldsHigh Correlation
系统1盘管2出口过热度 is highly correlated with 系统1盘管1出口过热度High Correlation
系统1盘管1出口过热度 is highly correlated with 系统1盘管2出口过热度High Correlation
系统1蒸发饱和温度 is highly correlated with 冷凝器1温度 and 2 other fieldsHigh Correlation
系统2低压压力 is highly correlated with 冷凝器1温度 and 3 other fieldsHigh Correlation
系统2吸气温度 is highly correlated with 冷凝器1温度 and 4 other fieldsHigh Correlation
蒸发器1出口温度1 is highly correlated with 全部平均出风温度 and 4 other fieldsHigh Correlation
蒸发器2出口温度1 is highly correlated with 全部平均出风温度 and 4 other fieldsHigh Correlation
送风温度1 is highly correlated with 全部平均出风温度 and 5 other fieldsHigh Correlation
送风温度2 is highly correlated with 全部平均出风温度 and 5 other fieldsHigh Correlation

Variables

UIC温度设定点
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count87
Unique (%)0.4%
Missing2
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean206.20984365446765
Minimum150.0
Maximum247.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum150
5-th percentile150
Q1195
median220
Q3220
95-th percentile226
Maximum247
Range97
Interquartile range (IQR)25

Descriptive statistics

Standard deviation21.6239814
Coefficient of variation (CV)0.1048639629
Kurtosis0.9853780555
Mean206.2098437
Median Absolute Deviation (MAD)17.36611588
Skewness-1.386977162
Sum4721793
Variance467.5965717
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
220 9089 39.7%
 
150 1422 6.2%
 
221 543 2.4%
 
224 455 2.0%
 
190 437 1.9%
 
189 412 1.8%
 
192 405 1.8%
 
199 361 1.6%
 
200 344 1.5%
 
213 333 1.5%
 
Other values (76) 9097 39.7%
 
ValueCountFrequency (%) 
150 1422 6.2%
 
151 68 0.3%
 
152 61 0.3%
 
153 61 0.3%
 
154 59 0.3%
 
ValueCountFrequency (%) 
247 1 < 0.1%
 
245 2 < 0.1%
 
233 1 < 0.1%
 
232 178 0.8%
 
231 194 0.8%
 

全部平均出风温度
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count286
Unique (%)1.2%
Missing2
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean186.60848109005153
Minimum67.0
Maximum550.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum67
5-th percentile128
Q1173
median186
Q3202
95-th percentile244
Maximum550
Range483
Interquartile range (IQR)29

Descriptive statistics

Standard deviation34.21611846
Coefficient of variation (CV)0.1833577888
Kurtosis4.417912885
Mean186.6084811
Median Absolute Deviation (MAD)23.3269189
Skewness0.1453491951
Sum4272961
Variance1170.742763
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
178 720 3.1%
 
186 620 2.7%
 
179 575 2.5%
 
188 575 2.5%
 
185 572 2.5%
 
187 571 2.5%
 
191 519 2.3%
 
177 507 2.2%
 
190 469 2.0%
 
192 461 2.0%
 
Other values (275) 17309 75.6%
 
ValueCountFrequency (%) 
67 1 < 0.1%
 
68 12 0.1%
 
69 5 < 0.1%
 
70 6 < 0.1%
 
71 7 < 0.1%
 
ValueCountFrequency (%) 
550 1 < 0.1%
 
533 1 < 0.1%
 
519 1 < 0.1%
 
487 1 < 0.1%
 
481 1 < 0.1%
 

全部平均回风温度
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count187
Unique (%)0.8%
Missing2
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean187.4958511660407
Minimum78.0
Maximum276.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum78
5-th percentile136
Q1180
median191
Q3201
95-th percentile229
Maximum276
Range198
Interquartile range (IQR)21

Descriptive statistics

Standard deviation28.19590011
Coefficient of variation (CV)0.1503814614
Kurtosis2.411205364
Mean187.4958512
Median Absolute Deviation (MAD)19.48186516
Skewness-1.055244309
Sum4293280
Variance795.0087831
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
196 876 3.8%
 
195 813 3.6%
 
194 723 3.2%
 
190 717 3.1%
 
189 704 3.1%
 
191 698 3.0%
 
188 632 2.8%
 
184 563 2.5%
 
197 557 2.4%
 
185 553 2.4%
 
Other values (176) 16062 70.1%
 
ValueCountFrequency (%) 
78 1 < 0.1%
 
79 1 < 0.1%
 
80 5 < 0.1%
 
81 8 < 0.1%
 
82 6 < 0.1%
 
ValueCountFrequency (%) 
276 2 < 0.1%
 
275 1 < 0.1%
 
274 2 < 0.1%
 
272 2 < 0.1%
 
270 1 < 0.1%
 

全部平均新风温度
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count217
Unique (%)0.9%
Missing2
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean155.38029522229016
Minimum30.0
Maximum300.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum30
5-th percentile79
Q1132
median161
Q3179
95-th percentile215
Maximum300
Range270
Interquartile range (IQR)47

Descriptive statistics

Standard deviation38.25347795
Coefficient of variation (CV)0.2461925941
Kurtosis0.3963128674
Mean155.3802952
Median Absolute Deviation (MAD)30.00845467
Skewness-0.5140943284
Sum3557898
Variance1463.328575
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
176 565 2.5%
 
175 542 2.4%
 
177 480 2.1%
 
179 455 2.0%
 
126 437 1.9%
 
125 412 1.8%
 
180 400 1.7%
 
174 390 1.7%
 
178 354 1.5%
 
187 348 1.5%
 
Other values (206) 18515 80.9%
 
ValueCountFrequency (%) 
30 1 < 0.1%
 
31 1 < 0.1%
 
32 4 < 0.1%
 
33 2 < 0.1%
 
34 2 < 0.1%
 
ValueCountFrequency (%) 
300 1 < 0.1%
 
293 1 < 0.1%
 
290 1 < 0.1%
 
242 1 < 0.1%
 
241 2 < 0.1%
 

全部平均车厢温度
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count185
Unique (%)0.8%
Missing2
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean182.7087081841209
Minimum71.0
Maximum257.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum71
5-th percentile132
Q1175
median186
Q3198
95-th percentile228
Maximum257
Range186
Interquartile range (IQR)23

Descriptive statistics

Standard deviation29.78621845
Coefficient of variation (CV)0.1630257186
Kurtosis1.341077483
Mean182.7087082
Median Absolute Deviation (MAD)20.85688805
Skewness-0.6432462674
Sum4183664
Variance887.2188096
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
181 2432 10.6%
 
182 774 3.4%
 
190 649 2.8%
 
191 567 2.5%
 
189 566 2.5%
 
192 564 2.5%
 
183 563 2.5%
 
198 547 2.4%
 
184 490 2.1%
 
188 490 2.1%
 
Other values (174) 15256 66.6%
 
ValueCountFrequency (%) 
71 1 < 0.1%
 
74 3 < 0.1%
 
76 1 < 0.1%
 
77 6 < 0.1%
 
78 13 0.1%
 
ValueCountFrequency (%) 
257 9 < 0.1%
 
256 21 0.1%
 
255 62 0.3%
 
254 64 0.3%
 
253 43 0.2%
 

全部平均车厢湿度30
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count681
Unique (%)3.0%
Missing2
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean471.5752030745043
Minimum130.0
Maximum817.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum130
5-th percentile227
Q1378
median482
Q3564
95-th percentile752
Maximum817
Range687
Interquartile range (IQR)186

Descriptive statistics

Standard deviation145.784311
Coefficient of variation (CV)0.3091432926
Kurtosis-0.3265676391
Mean471.5752031
Median Absolute Deviation (MAD)114.7765767
Skewness-0.03786642381
Sum10798129
Variance21253.06534
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
454 124 0.5%
 
463 116 0.5%
 
457 115 0.5%
 
532 114 0.5%
 
462 111 0.5%
 
529 110 0.5%
 
456 109 0.5%
 
531 108 0.5%
 
458 107 0.5%
 
521 106 0.5%
 
Other values (670) 21778 95.1%
 
ValueCountFrequency (%) 
130 1 < 0.1%
 
131 1 < 0.1%
 
132 1 < 0.1%
 
133 1 < 0.1%
 
136 1 < 0.1%
 
ValueCountFrequency (%) 
817 1 < 0.1%
 
816 1 < 0.1%
 
815 2 < 0.1%
 
814 3 < 0.1%
 
813 7 < 0.1%
 

冷凝器1温度
Real number (ℝ)

SKEWED
HIGH CORRELATION
Distinct count294
Unique (%)1.3%
Missing14
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean144.34706807655334
Minimum-39.0
Maximum32767.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum-39
5-th percentile46
Q1120
median153
Q3174
95-th percentile215
Maximum32767
Range32806
Interquartile range (IQR)54

Descriptive statistics

Standard deviation220.9507698
Coefficient of variation (CV)1.530691082
Kurtosis20768.03582
Mean144.3470681
Median Absolute Deviation (MAD)38.17992613
Skewness140.6466375
Sum3303527
Variance48819.24266
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
177 680 3.0%
 
173 531 2.3%
 
152 523 2.3%
 
176 507 2.2%
 
174 470 2.1%
 
171 469 2.0%
 
165 434 1.9%
 
158 419 1.8%
 
160 371 1.6%
 
126 335 1.5%
 
Other values (283) 18147 79.2%
 
ValueCountFrequency (%) 
-39 1 < 0.1%
 
-37 2 < 0.1%
 
-36 2 < 0.1%
 
-35 3 < 0.1%
 
-34 4 < 0.1%
 
ValueCountFrequency (%) 
32767 1 < 0.1%
 
295 1 < 0.1%
 
287 1 < 0.1%
 
285 1 < 0.1%
 
277 1 < 0.1%
 

冷凝器2温度
Real number (ℝ)

HIGH CORRELATION
Distinct count306
Unique (%)1.3%
Missing7
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean144.80321495653692
Minimum-44.0
Maximum302.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum-44
5-th percentile48.6
Q1122
median156
Q3175
95-th percentile216
Maximum302
Range346
Interquartile range (IQR)53

Descriptive statistics

Standard deviation47.80009468
Coefficient of variation (CV)0.3301038219
Kurtosis0.7097306679
Mean144.803215
Median Absolute Deviation (MAD)37.14422233
Skewness-0.799989665
Sum3314980
Variance2284.849051
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
177 547 2.4%
 
176 538 2.3%
 
174 487 2.1%
 
171 441 1.9%
 
127 417 1.8%
 
169 415 1.8%
 
166 412 1.8%
 
173 403 1.8%
 
175 363 1.6%
 
165 358 1.6%
 
Other values (295) 18512 80.8%
 
ValueCountFrequency (%) 
-44 2 < 0.1%
 
-36 1 < 0.1%
 
-35 1 < 0.1%
 
-34 1 < 0.1%
 
-33 4 < 0.1%
 
ValueCountFrequency (%) 
302 1 < 0.1%
 
298 1 < 0.1%
 
296 1 < 0.1%
 
292 1 < 0.1%
 
290 1 < 0.1%
 

出风热点温度
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count286
Unique (%)1.2%
Missing2
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean191.94025679098613
Minimum73.0
Maximum547.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum73
5-th percentile138
Q1178
median190
Q3207
95-th percentile251
Maximum547
Range474
Interquartile range (IQR)29

Descriptive statistics

Standard deviation34.08134815
Coefficient of variation (CV)0.1775622724
Kurtosis4.505255469
Mean191.9402568
Median Absolute Deviation (MAD)23.20276531
Skewness0.2785128499
Sum4395048
Variance1161.538292
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
194 766 3.3%
 
187 723 3.2%
 
185 688 3.0%
 
190 680 3.0%
 
186 569 2.5%
 
188 540 2.4%
 
184 488 2.1%
 
138 457 2.0%
 
189 453 2.0%
 
191 452 2.0%
 
Other values (275) 17082 74.6%
 
ValueCountFrequency (%) 
73 1 < 0.1%
 
76 4 < 0.1%
 
77 7 < 0.1%
 
78 6 < 0.1%
 
79 3 < 0.1%
 
ValueCountFrequency (%) 
547 1 < 0.1%
 
544 1 < 0.1%
 
519 1 < 0.1%
 
496 1 < 0.1%
 
490 1 < 0.1%
 
Distinct count599
Unique (%)2.6%
Missing24
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean220.70641720580522
Minimum-300.0
Maximum300.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum-300
5-th percentile-240
Q1242
median300
Q3300
95-th percentile300
Maximum300
Range600
Interquartile range (IQR)58

Descriptive statistics

Standard deviation162.0038545
Coefficient of variation (CV)0.7340242146
Kurtosis3.519901289
Mean220.7064172
Median Absolute Deviation (MAD)115.7736895
Skewness-2.156359523
Sum5048880
Variance26245.24889
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
300 15102 65.9%
 
-300 732 3.2%
 
299 596 2.6%
 
-299 190 0.8%
 
298 86 0.4%
 
297 39 0.2%
 
294 36 0.2%
 
295 36 0.2%
 
292 35 0.2%
 
274 35 0.2%
 
Other values (588) 5989 26.2%
 
ValueCountFrequency (%) 
-300 732 3.2%
 
-299 190 0.8%
 
-298 15 0.1%
 
-297 9 < 0.1%
 
-296 5 < 0.1%
 
ValueCountFrequency (%) 
300 15102 65.9%
 
299 596 2.6%
 
298 86 0.4%
 
297 39 0.2%
 
296 33 0.1%
 

回风温度1
Real number (ℝ)

HIGH CORRELATION
Distinct count185
Unique (%)0.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean186.91646288209606
Minimum-33.0
Maximum271.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum-33
5-th percentile137
Q1179
median190
Q3201
95-th percentile230
Maximum271
Range304
Interquartile range (IQR)22

Descriptive statistics

Standard deviation28.21788544
Coefficient of variation (CV)0.1509652227
Kurtosis2.320678269
Mean186.9164629
Median Absolute Deviation (MAD)19.58381052
Skewness-0.978975727
Sum4280387
Variance796.2490586
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[-33. 79.5 87.5 88.5 89.5 ... 240.5 242.5 249. 250.5 271. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
196 809 3.5%
 
194 788 3.4%
 
195 780 3.4%
 
188 725 3.2%
 
190 724 3.2%
 
185 702 3.1%
 
187 651 2.8%
 
189 593 2.6%
 
186 577 2.5%
 
184 556 2.4%
 
Other values (175) 15995 69.8%
 
ValueCountFrequency (%) 
-33 1 < 0.1%
 
1 1 < 0.1%
 
79 2 < 0.1%
 
80 5 < 0.1%
 
81 6 < 0.1%
 
ValueCountFrequency (%) 
271 3 < 0.1%
 
269 1 < 0.1%
 
268 2 < 0.1%
 
267 1 < 0.1%
 
264 3 < 0.1%
 

回风热点温度
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count184
Unique (%)0.8%
Missing2
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean186.93418639182462
Minimum79.0
Maximum271.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum79
5-th percentile137
Q1179
median190
Q3201
95-th percentile230
Maximum271
Range192
Interquartile range (IQR)22

Descriptive statistics

Standard deviation28.15486641
Coefficient of variation (CV)0.1506137906
Kurtosis2.125676659
Mean186.9341864
Median Absolute Deviation (MAD)19.56427265
Skewness-0.9541478525
Sum4280419
Variance792.6965026
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
196 809 3.5%
 
194 788 3.4%
 
195 780 3.4%
 
188 725 3.2%
 
190 724 3.2%
 
185 702 3.1%
 
187 651 2.8%
 
189 593 2.6%
 
186 577 2.5%
 
184 556 2.4%
 
Other values (173) 15993 69.8%
 
ValueCountFrequency (%) 
79 2 < 0.1%
 
80 5 < 0.1%
 
81 6 < 0.1%
 
82 10 < 0.1%
 
83 10 < 0.1%
 
ValueCountFrequency (%) 
271 3 < 0.1%
 
269 1 < 0.1%
 
268 2 < 0.1%
 
267 1 < 0.1%
 
264 3 < 0.1%
 

客室温度1
Real number (ℝ≥0)

SKEWED
HIGH CORRELATION
Distinct count190
Unique (%)0.8%
Missing1
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean183.57762347700773
Minimum64.0
Maximum32767.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum64
5-th percentile131
Q1171
median185
Q3197
95-th percentile229
Maximum32767
Range32703
Interquartile range (IQR)26

Descriptive statistics

Standard deviation217.4689709
Coefficient of variation (CV)1.184615896
Kurtosis22011.75564
Mean183.5776235
Median Absolute Deviation (MAD)22.72129016
Skewness146.9034558
Sum4203744
Variance47292.75329
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
181 2919 12.7%
 
182 606 2.6%
 
196 578 2.5%
 
192 571 2.5%
 
184 569 2.5%
 
190 564 2.5%
 
188 553 2.4%
 
197 501 2.2%
 
198 493 2.2%
 
191 481 2.1%
 
Other values (179) 15064 65.8%
 
ValueCountFrequency (%) 
64 1 < 0.1%
 
69 3 < 0.1%
 
70 1 < 0.1%
 
71 7 < 0.1%
 
72 7 < 0.1%
 
ValueCountFrequency (%) 
32767 1 < 0.1%
 
256 5 < 0.1%
 
255 21 0.1%
 
254 49 0.2%
 
253 74 0.3%
 

客室湿度1
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count728
Unique (%)3.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean468.31139737991265
Minimum1.0
Maximum853.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile203
Q1374
median478
Q3570
95-th percentile764
Maximum853
Range852
Interquartile range (IQR)196

Descriptive statistics

Standard deviation155.0559269
Coefficient of variation (CV)0.331095779
Kurtosis-0.3128464574
Mean468.3113974
Median Absolute Deviation (MAD)122.1896486
Skewness-0.02477851788
Sum10724331
Variance24042.34047
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 1. 114.5 119.5 162.5 222.5 ... 804.5 814.5 832.5 845.5 853. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
381 197 0.9%
 
539 171 0.7%
 
613 146 0.6%
 
453 135 0.6%
 
449 131 0.6%
 
457 119 0.5%
 
450 116 0.5%
 
462 109 0.5%
 
461 105 0.5%
 
580 102 0.4%
 
Other values (718) 21569 94.2%
 
ValueCountFrequency (%) 
1 1 < 0.1%
 
68 1 < 0.1%
 
114 3 < 0.1%
 
115 2 < 0.1%
 
116 3 < 0.1%
 
ValueCountFrequency (%) 
853 1 < 0.1%
 
846 3 < 0.1%
 
845 4 < 0.1%
 
844 2 < 0.1%
 
843 2 < 0.1%
 

平均冷凝器中间温度
Real number (ℝ)

HIGH CORRELATION
Distinct count278
Unique (%)1.2%
Missing18
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean143.65903330128486
Minimum-30.0
Maximum262.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum-30
5-th percentile51
Q1119
median154
Q3174
95-th percentile215
Maximum262
Range292
Interquartile range (IQR)55

Descriptive statistics

Standard deviation47.06174386
Coefficient of variation (CV)0.3275933492
Kurtosis0.4559002227
Mean143.6590333
Median Absolute Deviation (MAD)36.88442482
Skewness-0.7079032896
Sum3287206
Variance2214.807735
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
177 570 2.5%
 
165 514 2.2%
 
170 450 2.0%
 
172 428 1.9%
 
173 419 1.8%
 
167 406 1.8%
 
176 399 1.7%
 
174 381 1.7%
 
127 371 1.6%
 
149 336 1.5%
 
Other values (267) 18608 81.3%
 
ValueCountFrequency (%) 
-30 1 < 0.1%
 
-27 2 < 0.1%
 
-26 1 < 0.1%
 
-25 1 < 0.1%
 
-24 2 < 0.1%
 
ValueCountFrequency (%) 
262 1 < 0.1%
 
261 2 < 0.1%
 
258 1 < 0.1%
 
257 1 < 0.1%
 
256 2 < 0.1%
 

平均出风温度
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count291
Unique (%)1.3%
Missing2
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean187.66202288409468
Minimum67.0
Maximum547.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum67
5-th percentile131
Q1174
median187
Q3203
95-th percentile245
Maximum547
Range480
Interquartile range (IQR)29

Descriptive statistics

Standard deviation34.50150206
Coefficient of variation (CV)0.1838491429
Kurtosis4.379777554
Mean187.6620229
Median Absolute Deviation (MAD)23.59976077
Skewness0.2064283894
Sum4297085
Variance1190.353644
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
178 620 2.7%
 
179 606 2.6%
 
192 554 2.4%
 
186 539 2.4%
 
188 536 2.3%
 
191 522 2.3%
 
187 515 2.2%
 
185 496 2.2%
 
189 484 2.1%
 
184 450 2.0%
 
Other values (280) 17576 76.8%
 
ValueCountFrequency (%) 
67 2 < 0.1%
 
68 5 < 0.1%
 
69 6 < 0.1%
 
70 4 < 0.1%
 
71 8 < 0.1%
 
ValueCountFrequency (%) 
547 1 < 0.1%
 
542 1 < 0.1%
 
519 1 < 0.1%
 
492 1 < 0.1%
 
489 1 < 0.1%
 

平均回风温度
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count184
Unique (%)0.8%
Missing2
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean186.93418639182462
Minimum79.0
Maximum271.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum79
5-th percentile137
Q1179
median190
Q3201
95-th percentile230
Maximum271
Range192
Interquartile range (IQR)22

Descriptive statistics

Standard deviation28.15486641
Coefficient of variation (CV)0.1506137906
Kurtosis2.125676659
Mean186.9341864
Median Absolute Deviation (MAD)19.56427265
Skewness-0.9541478525
Sum4280419
Variance792.6965026
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
196 809 3.5%
 
194 788 3.4%
 
195 780 3.4%
 
188 725 3.2%
 
190 724 3.2%
 
185 702 3.1%
 
187 651 2.8%
 
189 593 2.6%
 
186 577 2.5%
 
184 556 2.4%
 
Other values (173) 15993 69.8%
 
ValueCountFrequency (%) 
79 2 < 0.1%
 
80 5 < 0.1%
 
81 6 < 0.1%
 
82 10 < 0.1%
 
83 10 < 0.1%
 
ValueCountFrequency (%) 
271 3 < 0.1%
 
269 1 < 0.1%
 
268 2 < 0.1%
 
267 1 < 0.1%
 
264 3 < 0.1%
 

平均新风温度
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count218
Unique (%)1.0%
Missing1
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean155.320625354819
Minimum1.0
Maximum302.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile76
Q1131
median162
Q3179
95-th percentile217
Maximum302
Range301
Interquartile range (IQR)48

Descriptive statistics

Standard deviation38.8363291
Coefficient of variation (CV)0.2500397421
Kurtosis0.3891241232
Mean155.3206254
Median Absolute Deviation (MAD)30.51587601
Skewness-0.5476145327
Sum3556687
Variance1508.260458
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
179 550 2.4%
 
178 517 2.3%
 
177 511 2.2%
 
176 489 2.1%
 
175 429 1.9%
 
169 378 1.7%
 
174 374 1.6%
 
173 356 1.6%
 
127 332 1.4%
 
171 323 1.4%
 
Other values (207) 18640 81.4%
 
ValueCountFrequency (%) 
1 1 < 0.1%
 
28 4 < 0.1%
 
30 1 < 0.1%
 
31 2 < 0.1%
 
32 1 < 0.1%
 
ValueCountFrequency (%) 
302 1 < 0.1%
 
296 1 < 0.1%
 
292 1 < 0.1%
 
243 1 < 0.1%
 
240 17 0.1%
 

总机功率低位
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count95
Unique (%)0.4%
Missing3836
Missing (%)16.8%
Infinite0
Infinite (%)0.0%
Mean25370.679972723457
Minimum6.0
Maximum32767.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum6
5-th percentile14
Q132767
median32767
Q332767
95-th percentile32767
Maximum32767
Range32761
Interquartile range (IQR)0

Descriptive statistics

Standard deviation13691.11489
Coefficient of variation (CV)0.5396431985
Kurtosis-0.281606004
Mean25370.67997
Median Absolute Deviation (MAD)11450.63939
Skewness-1.310885275
Sum483666643
Variance187446626.9
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
32767 14757 64.4%
 
15 1718 7.5%
 
14 998 4.4%
 
51 302 1.3%
 
50 163 0.7%
 
16 153 0.7%
 
58 95 0.4%
 
52 95 0.4%
 
59 93 0.4%
 
57 74 0.3%
 
Other values (84) 616 2.7%
 
(Missing) 3836 16.8%
 
ValueCountFrequency (%) 
6 1 < 0.1%
 
8 4 < 0.1%
 
9 1 < 0.1%
 
13 9 < 0.1%
 
14 998 4.4%
 
ValueCountFrequency (%) 
32767 14757 64.4%
 
193 1 < 0.1%
 
180 1 < 0.1%
 
137 1 < 0.1%
 
126 1 < 0.1%
 

总机能耗低位
Real number (ℝ)

HIGH CORRELATION
Distinct count2028
Unique (%)8.9%
Missing2
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean20232.531618481964
Minimum-3616.0
Maximum32767.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum-3616
5-th percentile-3526
Q1-1729.75
median32767
Q332767
95-th percentile32767
Maximum32767
Range36383
Interquartile range (IQR)34496.75

Descriptive statistics

Standard deviation16884.31422
Coefficient of variation (CV)0.8345131759
Kurtosis-1.627995781
Mean20232.53162
Median Absolute Deviation (MAD)16156.09659
Skewness-0.6066405767
Sum463284509
Variance285080066.6
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
32767 14757 64.4%
 
-3588 436 1.9%
 
-1250 424 1.9%
 
-1249 415 1.8%
 
-2888 344 1.5%
 
-1419 305 1.3%
 
-1930 283 1.2%
 
-2180 275 1.2%
 
-3374 265 1.2%
 
-3589 165 0.7%
 
Other values (2017) 5229 22.8%
 
ValueCountFrequency (%) 
-3616 3 < 0.1%
 
-3614 1 < 0.1%
 
-3612 1 < 0.1%
 
-3609 1 < 0.1%
 
-3606 1 < 0.1%
 
ValueCountFrequency (%) 
32767 14757 64.4%
 
-1248 62 0.3%
 
-1249 415 1.8%
 
-1250 424 1.9%
 
-1251 4 < 0.1%
 

控制温度
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count187
Unique (%)0.8%
Missing2
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean187.4958511660407
Minimum78.0
Maximum276.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum78
5-th percentile136
Q1180
median191
Q3201
95-th percentile229
Maximum276
Range198
Interquartile range (IQR)21

Descriptive statistics

Standard deviation28.19590011
Coefficient of variation (CV)0.1503814614
Kurtosis2.411205364
Mean187.4958512
Median Absolute Deviation (MAD)19.48186516
Skewness-1.055244309
Sum4293280
Variance795.0087831
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
196 876 3.8%
 
195 813 3.6%
 
194 723 3.2%
 
190 717 3.1%
 
189 704 3.1%
 
191 698 3.0%
 
188 632 2.8%
 
184 563 2.5%
 
197 557 2.4%
 
185 553 2.4%
 
Other values (176) 16062 70.1%
 
ValueCountFrequency (%) 
78 1 < 0.1%
 
79 1 < 0.1%
 
80 5 < 0.1%
 
81 8 < 0.1%
 
82 6 < 0.1%
 
ValueCountFrequency (%) 
276 2 < 0.1%
 
275 1 < 0.1%
 
274 2 < 0.1%
 
272 2 < 0.1%
 
270 1 < 0.1%
 

控制湿度
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count681
Unique (%)3.0%
Missing2
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean471.5752030745043
Minimum130.0
Maximum817.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum130
5-th percentile227
Q1378
median482
Q3564
95-th percentile752
Maximum817
Range687
Interquartile range (IQR)186

Descriptive statistics

Standard deviation145.784311
Coefficient of variation (CV)0.3091432926
Kurtosis-0.3265676391
Mean471.5752031
Median Absolute Deviation (MAD)114.7765767
Skewness-0.03786642381
Sum10798129
Variance21253.06534
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
454 124 0.5%
 
463 116 0.5%
 
457 115 0.5%
 
532 114 0.5%
 
462 111 0.5%
 
529 110 0.5%
 
456 109 0.5%
 
531 108 0.5%
 
458 107 0.5%
 
521 106 0.5%
 
Other values (670) 21778 95.1%
 
ValueCountFrequency (%) 
130 1 < 0.1%
 
131 1 < 0.1%
 
132 1 < 0.1%
 
133 1 < 0.1%
 
136 1 < 0.1%
 
ValueCountFrequency (%) 
817 1 < 0.1%
 
816 1 < 0.1%
 
815 2 < 0.1%
 
814 3 < 0.1%
 
813 7 < 0.1%
 

整机功率
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count93
Unique (%)0.4%
Missing3836
Missing (%)16.8%
Infinite0
Infinite (%)0.0%
Mean25370.680182543012
Minimum6.0
Maximum32767.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum6
5-th percentile14
Q132767
median32767
Q332767
95-th percentile32767
Maximum32767
Range32761
Interquartile range (IQR)0

Descriptive statistics

Standard deviation13691.1145
Coefficient of variation (CV)0.5396431787
Kurtosis-0.2816060067
Mean25370.68018
Median Absolute Deviation (MAD)11450.63906
Skewness-1.310885275
Sum483666647
Variance187446616.3
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
32767 14757 64.4%
 
15 1719 7.5%
 
14 993 4.3%
 
51 305 1.3%
 
50 159 0.7%
 
16 156 0.7%
 
58 99 0.4%
 
52 95 0.4%
 
59 90 0.4%
 
57 74 0.3%
 
Other values (82) 617 2.7%
 
(Missing) 3836 16.8%
 
ValueCountFrequency (%) 
6 1 < 0.1%
 
8 4 < 0.1%
 
9 1 < 0.1%
 
13 10 < 0.1%
 
14 993 4.3%
 
ValueCountFrequency (%) 
32767 14757 64.4%
 
193 1 < 0.1%
 
180 1 < 0.1%
 
137 1 < 0.1%
 
126 1 < 0.1%
 

新风温度1
Real number (ℝ≥0)

SKEWED
HIGH CORRELATION
Distinct count218
Unique (%)1.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean156.74471615720523
Minimum1.0
Maximum32767.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile76
Q1131
median162
Q3179
95-th percentile217
Maximum32767
Range32766
Interquartile range (IQR)48

Descriptive statistics

Standard deviation218.9753119
Coefficient of variation (CV)1.397018779
Kurtosis21481.90898
Mean156.7447162
Median Absolute Deviation (MAD)31.78712657
Skewness144.2405942
Sum3589454
Variance47950.18724
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[1.0000e+00 3.4500e+01 4.4500e+01 5.9500e+01 6.6500e+01 ... 2.3650e+02 2.3950e+02 2.4150e+02 2.9900e+02 3.2767e+04], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
179 550 2.4%
 
178 517 2.3%
 
177 511 2.2%
 
176 489 2.1%
 
175 429 1.9%
 
169 378 1.7%
 
174 374 1.6%
 
173 356 1.6%
 
127 332 1.4%
 
171 323 1.4%
 
Other values (208) 18641 81.4%
 
ValueCountFrequency (%) 
1 1 < 0.1%
 
28 4 < 0.1%
 
30 1 < 0.1%
 
31 2 < 0.1%
 
32 1 < 0.1%
 
ValueCountFrequency (%) 
32767 1 < 0.1%
 
302 1 < 0.1%
 
296 1 < 0.1%
 
292 1 < 0.1%
 
243 1 < 0.1%
 

新风阀1反馈
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count49
Unique (%)0.2%
Missing1
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean556.8872876544827
Minimum1.0
Maximum999.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile202
Q1203
median203
Q3999
95-th percentile999
Maximum999
Range998
Interquartile range (IQR)796

Descriptive statistics

Standard deviation385.3024572
Coefficient of variation (CV)0.6918858909
Kurtosis-1.898247452
Mean556.8872877
Median Absolute Deviation (MAD)378.4275041
Skewness0.2512951865
Sum12752162
Variance148457.9835
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
999 9791 42.8%
 
203 9521 41.6%
 
202 1964 8.6%
 
391 1222 5.3%
 
392 346 1.5%
 
390 7 < 0.1%
 
201 4 < 0.1%
 
399 2 < 0.1%
 
595 2 < 0.1%
 
823 2 < 0.1%
 
Other values (38) 38 0.2%
 
ValueCountFrequency (%) 
1 1 < 0.1%
 
201 4 < 0.1%
 
202 1964 8.6%
 
203 9521 41.6%
 
268 1 < 0.1%
 
ValueCountFrequency (%) 
999 9791 42.8%
 
947 1 < 0.1%
 
946 1 < 0.1%
 
933 1 < 0.1%
 
932 1 < 0.1%
 

新风阀2反馈
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count48
Unique (%)0.2%
Missing2
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean557.7173552275308
Minimum204.0
Maximum999.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum204
5-th percentile205
Q1205
median205
Q3998
95-th percentile999
Maximum999
Range795
Interquartile range (IQR)793

Descriptive statistics

Standard deviation383.704499
Coefficient of variation (CV)0.6879909606
Kurtosis-1.898086755
Mean557.7173552
Median Absolute Deviation (MAD)376.8183405
Skewness0.2510035023
Sum12770612
Variance147229.1425
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
205 11481 50.1%
 
998 5683 24.8%
 
997 2055 9.0%
 
999 2004 8.8%
 
394 1528 6.7%
 
996 49 0.2%
 
393 47 0.2%
 
204 8 < 0.1%
 
402 4 < 0.1%
 
401 2 < 0.1%
 
Other values (37) 37 0.2%
 
(Missing) 2 < 0.1%
 
ValueCountFrequency (%) 
204 8 < 0.1%
 
205 11481 50.1%
 
278 1 < 0.1%
 
293 1 < 0.1%
 
300 1 < 0.1%
 
ValueCountFrequency (%) 
999 2004 8.8%
 
998 5683 24.8%
 
997 2055 9.0%
 
996 49 0.2%
 
929 1 < 0.1%
 

新风阀位置反馈1计算
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count48
Unique (%)0.2%
Missing1
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean445.4036420804402
Minimum1.0
Maximum998.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile2
Q13
median3
Q3998
95-th percentile998
Maximum998
Range997
Interquartile range (IQR)995

Descriptive statistics

Standard deviation481.5904425
Coefficient of variation (CV)1.081244958
Kurtosis-1.898300079
Mean445.4036421
Median Absolute Deviation (MAD)472.9967484
Skewness0.2513015471
Sum10199298
Variance231929.3543
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
998 9791 42.8%
 
3 9521 41.6%
 
2 1964 8.6%
 
238 1222 5.3%
 
240 346 1.5%
 
237 7 < 0.1%
 
1 5 < 0.1%
 
248 2 < 0.1%
 
493 2 < 0.1%
 
778 2 < 0.1%
 
Other values (37) 37 0.2%
 
ValueCountFrequency (%) 
1 5 < 0.1%
 
2 1964 8.6%
 
3 9521 41.6%
 
85 1 < 0.1%
 
102 1 < 0.1%
 
ValueCountFrequency (%) 
998 9791 42.8%
 
933 1 < 0.1%
 
932 1 < 0.1%
 
916 1 < 0.1%
 
915 1 < 0.1%
 

新风阀位置反馈2计算
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count48
Unique (%)0.2%
Missing2
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean446.7746528081055
Minimum5.0
Maximum998.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum5
5-th percentile6
Q16
median6
Q3997
95-th percentile998
Maximum998
Range993
Interquartile range (IQR)991

Descriptive statistics

Standard deviation479.5168328
Coefficient of variation (CV)1.073285671
Kurtosis-1.898105092
Mean446.7746528
Median Absolute Deviation (MAD)470.9169539
Skewness0.2510583673
Sum10230246
Variance229936.3929
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
6 11481 50.1%
 
997 5683 24.8%
 
996 2055 9.0%
 
998 2004 8.8%
 
242 1528 6.7%
 
995 49 0.2%
 
241 47 0.2%
 
5 8 < 0.1%
 
252 4 < 0.1%
 
251 2 < 0.1%
 
Other values (37) 37 0.2%
 
(Missing) 2 < 0.1%
 
ValueCountFrequency (%) 
5 8 < 0.1%
 
6 11481 50.1%
 
97 1 < 0.1%
 
116 1 < 0.1%
 
125 1 < 0.1%
 
ValueCountFrequency (%) 
998 2004 8.8%
 
997 5683 24.8%
 
996 2055 9.0%
 
995 49 0.2%
 
911 1 < 0.1%
 

时间
Categorical

HIGH CARDINALITY
Distinct count22895
Unique (%)> 99.9%
Missing0
Missing (%)0.0%
Memory size179.0 KiB
2020/2/23 0:00
 
2
2020/2/13 15:50
 
2
2020/2/17 11:03
 
2
2020/2/17 0:00
 
2
2020/2/20 11:53
 
2
Other values (22890)
22890
ValueCountFrequency (%) 
2020/2/23 0:00 2 < 0.1%
 
2020/2/13 15:50 2 < 0.1%
 
2020/2/17 11:03 2 < 0.1%
 
2020/2/17 0:00 2 < 0.1%
 
2020/2/20 11:53 2 < 0.1%
 
2020/2/15 11:56 1 < 0.1%
 
2020/2/28 6:45 1 < 0.1%
 
2020/2/23 10:21 1 < 0.1%
 
2020/2/25 10:49 1 < 0.1%
 
2020/2/19 8:35 1 < 0.1%
 
Other values (22885) 22885 99.9%
 

Composition

Contains charsFalse
Contains digitsTrue
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length25
Mean length14.58292576
Min length4
Scatter

机组平均电压
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count26
Unique (%)0.1%
Missing1
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean22541.331630202192
Minimum800.0
Maximum32767.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum800
5-th percentile4006
Q14009
median32767
Q332767
95-th percentile32767
Maximum32767
Range31967
Interquartile range (IQR)28758

Descriptive statistics

Standard deviation13766.86941
Coefficient of variation (CV)0.6107389589
Kurtosis-1.635880591
Mean22541.33163
Median Absolute Deviation (MAD)13179.63126
Skewness-0.603530844
Sum516173953
Variance189526693.4
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
32767 14757 64.4%
 
4009 2395 10.5%
 
4008 1659 7.2%
 
4010 1570 6.9%
 
4007 889 3.9%
 
4006 643 2.8%
 
4005 437 1.9%
 
4004 219 1.0%
 
4011 135 0.6%
 
4003 62 0.3%
 
Other values (15) 133 0.6%
 
ValueCountFrequency (%) 
800 1 < 0.1%
 
3997 2 < 0.1%
 
3999 5 < 0.1%
 
4000 3 < 0.1%
 
4001 12 0.1%
 
ValueCountFrequency (%) 
32767 14757 64.4%
 
4021 1 < 0.1%
 
4019 1 < 0.1%
 
4018 2 < 0.1%
 
4017 2 < 0.1%
 

机组平均电流
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count145
Unique (%)0.6%
Missing1
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean21127.02707541814
Minimum2.0
Maximum32767.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum2
5-th percentile2
Q128
median32767
Q332767
95-th percentile32767
Maximum32767
Range32765
Interquartile range (IQR)32739

Descriptive statistics

Standard deviation15670.95588
Coefficient of variation (CV)0.7417492212
Kurtosis-1.635882706
Mean21127.02708
Median Absolute Deviation (MAD)15002.49622
Skewness-0.6035306902
Sum483787793
Variance245578858.2
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
32767 14757 64.4%
 
2 3101 13.5%
 
27 1646 7.2%
 
28 1074 4.7%
 
3 587 2.6%
 
4 145 0.6%
 
26 134 0.6%
 
95 113 0.5%
 
96 79 0.3%
 
94 66 0.3%
 
Other values (134) 1197 5.2%
 
ValueCountFrequency (%) 
2 3101 13.5%
 
3 587 2.6%
 
4 145 0.6%
 
5 1 < 0.1%
 
15 1 < 0.1%
 
ValueCountFrequency (%) 
32767 14757 64.4%
 
800 1 < 0.1%
 
354 1 < 0.1%
 
337 1 < 0.1%
 
273 1 < 0.1%
 

机组温度设定点计算
Real number (ℝ≥0)

Distinct count82
Unique (%)0.4%
Missing2
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean216.1025853786357
Minimum150.0
Maximum230.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum150
5-th percentile159
Q1210
median230
Q3230
95-th percentile230
Maximum230
Range80
Interquartile range (IQR)20

Descriptive statistics

Standard deviation21.18831644
Coefficient of variation (CV)0.09804749169
Kurtosis2.487626798
Mean216.1025854
Median Absolute Deviation (MAD)15.91528192
Skewness-1.796454203
Sum4948317
Variance448.9447538
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
230 11652 50.9%
 
220 3573 15.6%
 
150 897 3.9%
 
199 319 1.4%
 
213 245 1.1%
 
192 220 1.0%
 
206 220 1.0%
 
200 190 0.8%
 
201 185 0.8%
 
221 182 0.8%
 
Other values (71) 5215 22.8%
 
ValueCountFrequency (%) 
150 897 3.9%
 
151 27 0.1%
 
152 27 0.1%
 
153 25 0.1%
 
154 36 0.2%
 
ValueCountFrequency (%) 
230 11652 50.9%
 
229 22 0.1%
 
228 56 0.2%
 
227 75 0.3%
 
226 46 0.2%
 

系统1低压压力
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count645
Unique (%)2.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean759.0280349344978
Minimum1.0
Maximum1150.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile451.95
Q1712
median791
Q3825
95-th percentile934
Maximum1150
Range1149
Interquartile range (IQR)113

Descriptive statistics

Standard deviation127.6156562
Coefficient of variation (CV)0.1681303593
Kurtosis2.979611409
Mean759.0280349
Median Absolute Deviation (MAD)89.25262605
Skewness-1.483430588
Sum17381742
Variance16285.75571
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[1.000e+00 2.540e+02 2.815e+02 3.005e+02 3.915e+02 ... 9.785e+02 9.900e+02 9.915e+02 1.007e+03 1.150e+03], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
815 378 1.7%
 
802 352 1.5%
 
830 343 1.5%
 
796 296 1.3%
 
790 291 1.3%
 
814 282 1.2%
 
821 282 1.2%
 
696 277 1.2%
 
807 262 1.1%
 
812 260 1.1%
 
Other values (635) 19877 86.8%
 
ValueCountFrequency (%) 
1 1 < 0.1%
 
119 1 < 0.1%
 
153 1 < 0.1%
 
205 2 < 0.1%
 
210 1 < 0.1%
 
ValueCountFrequency (%) 
1150 1 < 0.1%
 
1135 1 < 0.1%
 
1120 1 < 0.1%
 
1049 1 < 0.1%
 
1008 1 < 0.1%
 

系统1吸气温度
Real number (ℝ)

HIGH CORRELATION
Distinct count295
Unique (%)1.3%
Missing11
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean149.9835292061689
Minimum-64.0
Maximum623.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum-64
5-th percentile60
Q1129
median160
Q3174
95-th percentile217
Maximum623
Range687
Interquartile range (IQR)45

Descriptive statistics

Standard deviation44.34574823
Coefficient of variation (CV)0.2956707877
Kurtosis1.890116479
Mean149.9835292
Median Absolute Deviation (MAD)32.75638351
Skewness-0.8823489983
Sum3432973
Variance1966.545386
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
180 639 2.8%
 
170 523 2.3%
 
166 520 2.3%
 
171 512 2.2%
 
162 471 2.1%
 
172 455 2.0%
 
161 443 1.9%
 
168 435 1.9%
 
163 417 1.8%
 
169 391 1.7%
 
Other values (284) 18083 79.0%
 
ValueCountFrequency (%) 
-64 1 < 0.1%
 
-47 1 < 0.1%
 
-45 1 < 0.1%
 
-33 1 < 0.1%
 
-26 1 < 0.1%
 
ValueCountFrequency (%) 
623 1 < 0.1%
 
292 1 < 0.1%
 
291 1 < 0.1%
 
289 1 < 0.1%
 
283 1 < 0.1%
 

系统1吸气过热度
Real number (ℝ)

Distinct count251
Unique (%)1.1%
Missing8
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean-38.087454132448016
Minimum-171.0
Maximum242.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum-171
5-th percentile-53
Q1-45
median-43
Q3-39
95-th percentile24
Maximum242
Range413
Interquartile range (IQR)6

Descriptive statistics

Standard deviation21.90336332
Coefficient of variation (CV)-0.5750807928
Kurtosis15.59073632
Mean-38.08745413
Median Absolute Deviation (MAD)10.90102486
Skewness3.392540502
Sum-871898
Variance479.7573246
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-43 2458 10.7%
 
-44 2259 9.9%
 
-45 2078 9.1%
 
-42 1794 7.8%
 
-41 1587 6.9%
 
-46 1396 6.1%
 
-39 971 4.2%
 
-40 939 4.1%
 
-38 892 3.9%
 
-47 794 3.5%
 
Other values (240) 7724 33.7%
 
ValueCountFrequency (%) 
-171 1 < 0.1%
 
-158 1 < 0.1%
 
-156 1 < 0.1%
 
-150 2 < 0.1%
 
-141 1 < 0.1%
 
ValueCountFrequency (%) 
242 1 < 0.1%
 
196 1 < 0.1%
 
170 1 < 0.1%
 
168 1 < 0.1%
 
166 1 < 0.1%
 

系统1排气温度
Real number (ℝ≥0)

Distinct count473
Unique (%)2.1%
Missing1
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean217.34407616053102
Minimum56.0
Maximum715.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum56
5-th percentile129
Q1172
median203
Q3246
95-th percentile368
Maximum715
Range659
Interquartile range (IQR)74

Descriptive statistics

Standard deviation70.86428123
Coefficient of variation (CV)0.3260465272
Kurtosis2.39482995
Mean217.3440762
Median Absolute Deviation (MAD)51.86787634
Skewness1.257411986
Sum4976962
Variance5021.746354
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
174 576 2.5%
 
175 396 1.7%
 
128 359 1.6%
 
197 272 1.2%
 
160 262 1.1%
 
205 261 1.1%
 
167 261 1.1%
 
159 248 1.1%
 
191 245 1.1%
 
185 240 1.0%
 
Other values (462) 19779 86.4%
 
ValueCountFrequency (%) 
56 1 < 0.1%
 
57 1 < 0.1%
 
58 2 < 0.1%
 
60 1 < 0.1%
 
61 2 < 0.1%
 
ValueCountFrequency (%) 
715 1 < 0.1%
 
671 1 < 0.1%
 
644 1 < 0.1%
 
617 1 < 0.1%
 
612 1 < 0.1%
 

系统1盘管1出口过热度
Real number (ℝ)

HIGH CORRELATION
Distinct count455
Unique (%)2.0%
Missing24
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean-10.304729847875503
Minimum-130.0
Maximum456.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum-130
5-th percentile-42
Q1-36
median-29
Q3-20
95-th percentile156
Maximum456
Range586
Interquartile range (IQR)16

Descriptive statistics

Standard deviation61.1492953
Coefficient of variation (CV)-5.934099797
Kurtosis10.14678131
Mean-10.30472985
Median Absolute Deviation (MAD)35.0461776
Skewness3.149080596
Sum-235731
Variance3739.236316
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-34 1194 5.2%
 
-33 1126 4.9%
 
-31 910 4.0%
 
-38 866 3.8%
 
-30 835 3.6%
 
-28 833 3.6%
 
-37 821 3.6%
 
-29 810 3.5%
 
-32 783 3.4%
 
-27 752 3.3%
 
Other values (444) 13946 60.9%
 
ValueCountFrequency (%) 
-130 1 < 0.1%
 
-124 1 < 0.1%
 
-120 2 < 0.1%
 
-117 1 < 0.1%
 
-115 1 < 0.1%
 
ValueCountFrequency (%) 
456 1 < 0.1%
 
431 1 < 0.1%
 
405 1 < 0.1%
 
395 1 < 0.1%
 
393 1 < 0.1%
 

系统1盘管2出口过热度
Real number (ℝ)

HIGH CORRELATION
Distinct count416
Unique (%)1.8%
Missing41
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean-4.09086136751389
Minimum-81.0
Maximum513.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum-81
5-th percentile-38
Q1-31
median-25
Q3-17
95-th percentile236
Maximum513
Range594
Interquartile range (IQR)14

Descriptive statistics

Standard deviation71.5040314
Coefficient of variation (CV)-17.47896714
Kurtosis11.08367925
Mean-4.090861368
Median Absolute Deviation (MAD)38.5899273
Skewness3.435089275
Sum-93513
Variance5112.826506
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-32 1445 6.3%
 
-31 1251 5.5%
 
-33 1215 5.3%
 
-29 1178 5.1%
 
-30 945 4.1%
 
-28 928 4.1%
 
-23 798 3.5%
 
-24 785 3.4%
 
-21 778 3.4%
 
-26 774 3.4%
 
Other values (405) 12762 55.7%
 
ValueCountFrequency (%) 
-81 1 < 0.1%
 
-78 1 < 0.1%
 
-77 1 < 0.1%
 
-73 2 < 0.1%
 
-72 2 < 0.1%
 
ValueCountFrequency (%) 
513 1 < 0.1%
 
487 1 < 0.1%
 
470 1 < 0.1%
 
465 1 < 0.1%
 
448 1 < 0.1%
 

系统1蒸发饱和温度
Real number (ℝ)

HIGH CORRELATION
Distinct count351
Unique (%)1.5%
Missing25
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean188.16380327868853
Minimum-159.0
Maximum321.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum-159
5-th percentile53
Q1173
median203
Q3216
95-th percentile254
Maximum321
Range480
Interquartile range (IQR)43

Descriptive statistics

Standard deviation55.40333373
Coefficient of variation (CV)0.2944420381
Kurtosis5.039048535
Mean188.1638033
Median Absolute Deviation (MAD)37.03113485
Skewness-2.026080025
Sum4304247
Variance3069.529388
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
207 766 3.3%
 
218 682 3.0%
 
209 673 2.9%
 
212 660 2.9%
 
216 546 2.4%
 
210 519 2.3%
 
215 509 2.2%
 
166 468 2.0%
 
205 462 2.0%
 
211 443 1.9%
 
Other values (340) 17147 74.9%
 
ValueCountFrequency (%) 
-159 1 < 0.1%
 
-111 2 < 0.1%
 
-107 1 < 0.1%
 
-105 1 < 0.1%
 
-99 1 < 0.1%
 
ValueCountFrequency (%) 
321 1 < 0.1%
 
317 1 < 0.1%
 
313 1 < 0.1%
 
291 1 < 0.1%
 
279 1 < 0.1%
 

系统2低压压力
Real number (ℝ≥0)

SKEWED
HIGH CORRELATION
Distinct count675
Unique (%)2.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean748.5668122270743
Minimum1.0
Maximum32767.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile462
Q1702
median777
Q3816
95-th percentile920
Maximum32767
Range32766
Interquartile range (IQR)114

Descriptive statistics

Standard deviation246.9242614
Coefficient of variation (CV)0.3298626887
Kurtosis12346.70101
Mean748.5668122
Median Absolute Deviation (MAD)91.5021188
Skewness95.03060621
Sum17142180
Variance60971.59085
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[1.0000e+00 1.6750e+02 2.3750e+02 2.9050e+02 3.0650e+02 ... 9.7650e+02 9.7850e+02 1.0100e+03 1.2155e+03 3.2767e+04], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
796 582 2.5%
 
815 362 1.6%
 
790 361 1.6%
 
824 320 1.4%
 
825 300 1.3%
 
787 249 1.1%
 
795 241 1.1%
 
797 223 1.0%
 
793 219 1.0%
 
792 213 0.9%
 
Other values (665) 19830 86.6%
 
ValueCountFrequency (%) 
1 1 < 0.1%
 
165 1 < 0.1%
 
170 1 < 0.1%
 
171 1 < 0.1%
 
179 1 < 0.1%
 
ValueCountFrequency (%) 
32767 1 < 0.1%
 
1225 1 < 0.1%
 
1206 1 < 0.1%
 
1191 1 < 0.1%
 
1096 1 < 0.1%
 

系统2吸气温度
Real number (ℝ)

SKEWED
HIGH CORRELATION
Distinct count302
Unique (%)1.3%
Missing9
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean151.53518850203136
Minimum-61.0
Maximum32767.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum-61
5-th percentile58
Q1131
median160
Q3174
95-th percentile216
Maximum32767
Range32828
Interquartile range (IQR)43

Descriptive statistics

Standard deviation220.065455
Coefficient of variation (CV)1.452239953
Kurtosis21081.09566
Mean151.5351885
Median Absolute Deviation (MAD)33.71628078
Skewness142.2270532
Sum3468792
Variance48428.80447
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
179 672 2.9%
 
164 573 2.5%
 
169 490 2.1%
 
166 487 2.1%
 
162 452 2.0%
 
174 434 1.9%
 
173 416 1.8%
 
163 395 1.7%
 
168 393 1.7%
 
160 390 1.7%
 
Other values (291) 18189 79.4%
 
ValueCountFrequency (%) 
-61 1 < 0.1%
 
-53 1 < 0.1%
 
-48 1 < 0.1%
 
-44 1 < 0.1%
 
-43 1 < 0.1%
 
ValueCountFrequency (%) 
32767 1 < 0.1%
 
319 1 < 0.1%
 
314 1 < 0.1%
 
311 1 < 0.1%
 
303 1 < 0.1%
 

系统2吸气过热度
Real number (ℝ)

Distinct count278
Unique (%)1.2%
Missing10
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean-33.28409785932722
Minimum-182.0
Maximum290.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum-182
5-th percentile-46
Q1-41
median-39
Q3-35
95-th percentile20
Maximum290
Range472
Interquartile range (IQR)6

Descriptive statistics

Standard deviation22.82956655
Coefficient of variation (CV)-0.685900115
Kurtosis31.1996812
Mean-33.28409786
Median Absolute Deviation (MAD)11.05715328
Skewness4.543317445
Sum-761873
Variance521.1891088
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-40 2466 10.8%
 
-39 2373 10.4%
 
-37 2166 9.5%
 
-41 2001 8.7%
 
-38 1921 8.4%
 
-42 1606 7.0%
 
-36 1297 5.7%
 
-43 1178 5.1%
 
-35 894 3.9%
 
-34 804 3.5%
 
Other values (267) 6184 27.0%
 
ValueCountFrequency (%) 
-182 1 < 0.1%
 
-168 1 < 0.1%
 
-161 1 < 0.1%
 
-151 2 < 0.1%
 
-145 1 < 0.1%
 
ValueCountFrequency (%) 
290 1 < 0.1%
 
249 1 < 0.1%
 
243 1 < 0.1%
 
233 1 < 0.1%
 
231 1 < 0.1%
 

系统2排气温度20
Real number (ℝ≥0)

Distinct count497
Unique (%)2.2%
Missing1
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean212.1387396829556
Minimum41.0
Maximum690.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum41
5-th percentile120
Q1164
median201
Q3243
95-th percentile361
Maximum690
Range649
Interquartile range (IQR)79

Descriptive statistics

Standard deviation72.55854185
Coefficient of variation (CV)0.3420334351
Kurtosis2.267773353
Mean212.1387397
Median Absolute Deviation (MAD)53.57915454
Skewness1.18454372
Sum4857765
Variance5264.741996
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
202 625 2.7%
 
165 606 2.6%
 
164 439 1.9%
 
161 307 1.3%
 
155 280 1.2%
 
120 269 1.2%
 
156 254 1.1%
 
163 248 1.1%
 
185 238 1.0%
 
159 230 1.0%
 
Other values (486) 19403 84.7%
 
ValueCountFrequency (%) 
41 2 < 0.1%
 
42 2 < 0.1%
 
43 2 < 0.1%
 
45 1 < 0.1%
 
46 2 < 0.1%
 
ValueCountFrequency (%) 
690 1 < 0.1%
 
667 1 < 0.1%
 
614 1 < 0.1%
 
611 1 < 0.1%
 
584 1 < 0.1%
 

系统2蒸发饱和温度
Real number (ℝ)

Distinct count373
Unique (%)1.6%
Missing27
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean183.5366589428584
Minimum-147.0
Maximum343.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum-147
5-th percentile60
Q1169
median198
Q3213
95-th percentile250
Maximum343
Range490
Interquartile range (IQR)44

Descriptive statistics

Standard deviation55.43346925
Coefficient of variation (CV)0.3020294124
Kurtosis4.752682091
Mean183.5366589
Median Absolute Deviation (MAD)37.66208735
Skewness-1.911293717
Sum4198034
Variance3072.869513
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
205 823 3.6%
 
216 726 3.2%
 
203 562 2.5%
 
212 512 2.2%
 
204 432 1.9%
 
202 426 1.9%
 
160 406 1.8%
 
196 388 1.7%
 
198 385 1.7%
 
201 378 1.7%
 
Other values (362) 17835 77.9%
 
ValueCountFrequency (%) 
-147 1 < 0.1%
 
-142 2 < 0.1%
 
-134 1 < 0.1%
 
-129 1 < 0.1%
 
-128 1 < 0.1%
 
ValueCountFrequency (%) 
343 1 < 0.1%
 
337 1 < 0.1%
 
333 1 < 0.1%
 
306 1 < 0.1%
 
289 1 < 0.1%
 

蒸发器1出口温度1
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count327
Unique (%)1.4%
Missing1
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean177.6813834665269
Minimum23.0
Maximum535.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum23
5-th percentile122
Q1160
median176
Q3194
95-th percentile239
Maximum535
Range512
Interquartile range (IQR)34

Descriptive statistics

Standard deviation38.59478916
Coefficient of variation (CV)0.2172134661
Kurtosis4.072927345
Mean177.6813835
Median Absolute Deviation (MAD)26.23749263
Skewness0.8003319198
Sum4068726
Variance1489.557751
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
173 632 2.8%
 
182 595 2.6%
 
172 550 2.4%
 
177 545 2.4%
 
171 542 2.4%
 
181 497 2.2%
 
176 460 2.0%
 
179 445 1.9%
 
184 429 1.9%
 
185 386 1.7%
 
Other values (316) 17818 77.8%
 
ValueCountFrequency (%) 
23 1 < 0.1%
 
33 1 < 0.1%
 
46 1 < 0.1%
 
57 1 < 0.1%
 
62 4 < 0.1%
 
ValueCountFrequency (%) 
535 1 < 0.1%
 
503 1 < 0.1%
 
458 1 < 0.1%
 
442 1 < 0.1%
 
423 1 < 0.1%
 

蒸发器2出口温度1
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count338
Unique (%)1.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean183.88353711790393
Minimum1.0
Maximum592.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile129
Q1167
median181
Q3196
95-th percentile249
Maximum592
Range591
Interquartile range (IQR)29

Descriptive statistics

Standard deviation40.33219215
Coefficient of variation (CV)0.219335525
Kurtosis5.273750202
Mean183.8835371
Median Absolute Deviation (MAD)26.51751382
Skewness1.099039442
Sum4210933
Variance1626.685724
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 1. 65.5 83.5 85.5 94.5 ... 304.5 330.5 367.5 403. 592. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
179 832 3.6%
 
177 654 2.9%
 
181 629 2.7%
 
182 629 2.7%
 
184 538 2.3%
 
185 499 2.2%
 
178 494 2.2%
 
183 486 2.1%
 
180 483 2.1%
 
173 432 1.9%
 
Other values (328) 17224 75.2%
 
ValueCountFrequency (%) 
1 1 < 0.1%
 
64 1 < 0.1%
 
67 5 < 0.1%
 
68 8 < 0.1%
 
69 7 < 0.1%
 
ValueCountFrequency (%) 
592 1 < 0.1%
 
559 1 < 0.1%
 
551 1 < 0.1%
 
514 1 < 0.1%
 
509 1 < 0.1%
 

送风温度1
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count276
Unique (%)1.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean188.9787772925764
Minimum1.0
Maximum547.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile138
Q1174
median187
Q3204
95-th percentile250
Maximum547
Range546
Interquartile range (IQR)30

Descriptive statistics

Standard deviation33.70408839
Coefficient of variation (CV)0.1783485367
Kurtosis4.407571049
Mean188.9787773
Median Absolute Deviation (MAD)23.31262815
Skewness0.2754839582
Sum4327614
Variance1135.965574
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 1. 74.5 87.5 88.5 90.5 ... 267.5 289.5 331.5 350.5 547. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
185 746 3.3%
 
194 723 3.2%
 
187 722 3.2%
 
190 645 2.8%
 
186 597 2.6%
 
138 500 2.2%
 
188 491 2.1%
 
181 482 2.1%
 
182 455 2.0%
 
184 454 2.0%
 
Other values (266) 17085 74.6%
 
ValueCountFrequency (%) 
1 1 < 0.1%
 
73 1 < 0.1%
 
76 4 < 0.1%
 
77 7 < 0.1%
 
78 6 < 0.1%
 
ValueCountFrequency (%) 
547 1 < 0.1%
 
540 1 < 0.1%
 
519 1 < 0.1%
 
489 1 < 0.1%
 
488 1 < 0.1%
 

送风温度2
Real number (ℝ)

HIGH CORRELATION
Distinct count298
Unique (%)1.3%
Missing1
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean186.82125857024323
Minimum-46.0
Maximum547.0
Zeros0
Zeros (%)0.0%
Memory size179.0 KiB
Mini histogram

Quantile statistics

Minimum-46
5-th percentile124
Q1172
median187
Q3203
95-th percentile250
Maximum547
Range593
Interquartile range (IQR)31

Descriptive statistics

Standard deviation35.96139236
Coefficient of variation (CV)0.1924909008
Kurtosis4.130631133
Mean186.8212586
Median Absolute Deviation (MAD)24.62281177
Skewness0.115064273
Sum4278020
Variance1293.22174
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
184 561 2.4%
 
188 560 2.4%
 
187 556 2.4%
 
190 539 2.4%
 
194 513 2.2%
 
171 497 2.2%
 
185 485 2.1%
 
182 457 2.0%
 
189 445 1.9%
 
172 442 1.9%
 
Other values (287) 17844 77.9%
 
ValueCountFrequency (%) 
-46 1 < 0.1%
 
58 1 < 0.1%
 
59 1 < 0.1%
 
60 4 < 0.1%
 
61 5 < 0.1%
 
ValueCountFrequency (%) 
547 1 < 0.1%
 
544 1 < 0.1%
 
519 1 < 0.1%
 
496 1 < 0.1%
 
490 1 < 0.1%
 

Correlations

Missing values

Sample

First rows

UIC温度设定点全部平均出风温度全部平均回风温度全部平均新风温度全部平均车厢温度全部平均车厢湿度30冷凝器1温度冷凝器2温度出风热点温度动态出风温度设定点计算回风温度1回风热点温度客室温度1客室湿度1平均冷凝器中间温度平均出风温度平均回风温度平均新风温度总机功率低位总机能耗低位控制温度控制湿度整机功率新风温度1新风阀1反馈新风阀2反馈新风阀位置反馈1计算新风阀位置反馈2计算时间机组平均电压机组平均电流机组温度设定点计算系统1低压压力系统1吸气温度系统1吸气过热度系统1排气温度系统1盘管1出口过热度系统1盘管2出口过热度系统1蒸发饱和温度系统2低压压力系统2吸气温度系统2吸气过热度系统2排气温度20系统2蒸发饱和温度蒸发器1出口温度1蒸发器2出口温度1送风温度1送风温度2
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2202.0211.0173.0140.0220.0567.0150.0180.0204.0259.0164.0164.0216.0586.0165.0203.0164.0145.085.0-3616.0173.0567.085.0145.0999.0999.0998.0998.02020/2/13 15:224006.0183.0230.0471.0158.095.0401.0131.0195.063.0674.0223.066.0444.0157.0194.0258.0204.0202.0
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Last rows

UIC温度设定点全部平均出风温度全部平均回风温度全部平均新风温度全部平均车厢温度全部平均车厢湿度30冷凝器1温度冷凝器2温度出风热点温度动态出风温度设定点计算回风温度1回风热点温度客室温度1客室湿度1平均冷凝器中间温度平均出风温度平均回风温度平均新风温度总机功率低位总机能耗低位控制温度控制湿度整机功率新风温度1新风阀1反馈新风阀2反馈新风阀位置反馈1计算新风阀位置反馈2计算时间机组平均电压机组平均电流机组温度设定点计算系统1低压压力系统1吸气温度系统1吸气过热度系统1排气温度系统1盘管1出口过热度系统1盘管2出口过热度系统1蒸发饱和温度系统2低压压力系统2吸气温度系统2吸气过热度系统2排气温度20系统2蒸发饱和温度蒸发器1出口温度1蒸发器2出口温度1送风温度1送风温度2
22890220.0190.0187.0168.0187.0644.0152.0155.0194.0300.0187.0187.0186.0633.0153.0191.0187.0169.032767.032767.0187.0644.032767.0169.0203.0205.03.06.02020/2/29 23:5032767.032767.0230.0792.0160.0-44.0215.0-22.0-23.0204.0772.0158.0-38.0197.0196.0182.0181.0194.0188.0
22891220.0190.0187.0168.0188.0648.0152.0155.0194.0300.0186.0186.0188.0637.0153.0191.0186.0168.032767.032767.0187.0648.032767.0168.0202.0205.02.06.02020/2/29 23:5132767.032767.0230.0792.0160.0-44.0215.0-22.0-23.0204.0772.0158.0-38.0197.0196.0182.0181.0194.0188.0
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22899220.0190.0186.0170.0190.0651.0152.0155.0194.0300.0186.0186.0189.0640.0153.0191.0186.0171.032767.032767.0186.0651.032767.0171.0202.0205.02.06.02020/2/29 23:5932767.032767.0230.0792.0160.0-44.0213.0-22.0-23.0204.0772.0158.0-38.0196.0196.0182.0181.0194.0189.0